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2,805 published skills · 15 Industry Collections · 17 categories · Real ecosystem signals · Updated daily
Star this repo to keep the agent skill catalog handy and follow new additions.
An open, curated catalog of trusted reusable skills for AI agents, not a generic dump. Each skill wraps a real tool, API, or workflow into a format that agents and runtimes like OpenClaw, Claude Code, Codex, GitHub Copilot, Gemini, Cursor, MCP clients, LangChain, OpenAI Agents, Hermes, and custom agent workflows can install and use.
Every skill is backed by a real upstream project — a GitHub repo, npm package, or documented API. No synthetic entries.
# OpenClaw native install
clawhub install <slug>
# Manual install for other agents
git clone https://github.com/agentskillexchange/skills.git
cp -R skills/skills/<slug> ~/.agent-skills/<slug>The skills npm package is maintained by Vercel Labs / third parties, not AgentSkillExchange. If you choose to use it, pin the package version:
npm exec [email protected] -- skills add agentskillexchange/skills --skill <slug>Apache Superset Dashboard and SQL Exploration Skill — Apache Superset is a widely adopted open-source BI platform for SQL exploration, chart building, and dashboard delivery. This skill is useful when an agent needs to query warehouse…
Rotates daily across downloaded, starred, recent, verified, and industry-curated skills.
Curated skill sets organized by industry vertical:
| Collection | Description | |
|---|---|---|
| 🎙️ | Media & Publishing Systems | Transcription, subtitles, podcast workflows, chaptering, localization, loudness cleanup, and final-mile publishing prep. |
| 💼 | Finance & Filings | Filings research, invoice intake, billing operations, reconciliation, and finance-adjacent reporting. |
| 🛒 | Ecommerce & Retail Operations | Catalog management, storefront automation, orders, inventory sync, marketplace support, and review-driven merchandising. |
| ⚖️ | Legal Ops & Compliance | Contract risk review, redline preparation, forms, document review, archive search, and evidence-oriented legal and compliance support. |
| 🩺 | Healthcare Documentation & Intake | Documentation intake, OCR, transcription, structured extraction, and biomedical literature support for paperwork-heavy workflows. |
| 📈 | Product Analytics & Growth Ops | Product analytics, feature flags, rollout checks, session replay, privacy-friendly web analytics, and experiment/evaluation workflows. |
| 📚 | DevRel & API Documentation Workflows | API docs, OpenAPI references, SDK generation, docs-site publishing, prose linting, and developer enablement workflows. |
| 🎧 | Customer Support & Success | Helpdesk queues, ticket triage, conversation lookup, knowledge-base workflows, customer context, CRM sync, and reply-drafting support. |
| 🏠 | Real Estate Workflows | Property research support, transaction paperwork, signature routing, document intake, CRM context, and listing follow-up workflows for real-estate operations. |
| 🎓 | Education & Research Workflows | Literature review, citation context, research synthesis, paper drafting, replication checks, and evidence packets for academic and technical teams. |
| 📣 | GTM & RevOps Workflows | Demand generation, SEO and content operations, lifecycle email, CRM enrichment, lead routing, social listening, trend monitoring, feedback capture, and sales/revenue operations workflows. |
| 🧭 | AI Agency Operations & FDE Workflows | Client-facing AI delivery, forward deployed engineering workflows, browser automation, implementation systems, documentation, spreadsheets, proposals, and client handoff workflows. |
| 🛠️ | Infrastructure, SRE & Incident Operations | Production reliability workflows for Kubernetes, incidents, observability, backups, deploy safety, infrastructure drift, alerts, and runbook-driven debugging. |
| 🛡️ | Security Operations & GRC Workflows | Security operations and governance workflows for dependency risk, secrets, CI hardening, agent guardrails, approvals, policy evidence, threat hunting, red-team checks, and audit-ready releases. |
| 🗄️ | Data Platform & Analytics Engineering | Data engineering and analytics operations workflows for SQL, dbt, Airflow, warehouses, Postgres, CSV cleanup, schema quality, retrieval indexes, data catalogs, dashboards, and query tuning. |
See the full overlay index in industries/README.md.
| Skill | What it helps with | Stars | Category |
|---|---|---|---|
| Share local project memory across coding agents with Memorix | Use Memorix when multiple coding agents or sessions need a shared, searchable, local-first project memory instead of isolated... | 579 | Developer Tools |
| Run autonomous coding tasks through Zeroshot verifier loops | Use Zeroshot when a coding issue or spec needs an executor agent and an independent verifier loop before... | 1.7k | Code Quality & Review |
| Orchestrate multi-agent coding delivery loops with Maestro Flow | Use Maestro Flow when a coding operator wants intent-driven planning, execution, verification, review, retry, and long-running multi-agent loops... | 480 | Developer Tools |
| Run human-in-the-loop academic research workflows with Academic Research Skills | Use Academic Research Skills to guide Claude Code through research planning, literature review, drafting, review, revision, citation checks... | 39.4k | Research & Scraping |
| Run generative media agent recipes with MuAPI Skills | Use Generative Media Skills when an agent should turn a creative brief into repeatable image, video, audio, product-ad... | 3.9k | Image & Creative Automation |
| Manage CLI coding-agent sessions with Claude Code Tools | Use Claude Code Tools when an operator needs installable CLI utilities, hooks, skills, and plugins for session management... | 1.9k | Developer Tools |
| Trace coding agent API traffic locally with Claude Tap | Run Claude Code, Codex CLI, Gemini CLI, Cursor CLI, OpenCode, and related coding agents through a local proxy... | 2.6k | Monitoring & Alerts |
| Run ecommerce operator skills across marketplace workflows | Use eCommerce-Skills to give compatible agents plain-text workflows for product research, listing optimization, review analysis, pricing, marketing, supply-chain... | 458 | Templates & Workflows |
| Manage cross-agent skill files from Obsidian with Agentfiles | Use Agentfiles when an operator wants to browse, create, edit, install, and audit skills, commands, agents, rules, memories... | 679 | Developer Tools |
| Install Chinese-localized Superpowers workflows for coding agents | Use superpowers-zh to install Chinese-localized coding-agent methods, China-specific development skills, and cross-tool setup for Claude Code, Codex, Cursor... | 7.2k | Templates & Workflows |
Mirrors the live ASE homepage featured shelf: recent-popular, diversified across tools and categories, rather than a frozen all-time-stars list. See TOP-STARS.md and TOP-DOWNLOADS.md for raw rankings.
| Skill | What it helps with | Stars | Category |
|---|---|---|---|
| Install Chinese-localized Superpowers workflows for coding agents | Use superpowers-zh to install Chinese-localized coding-agent methods, China-specific development skills, and cross-tool setup for Claude Code, Codex, Cursor... | 7.2k | Templates & Workflows |
| Audit coding-agent token spend with CodeBurn | Run CodeBurn locally or as an MCP server so agents can inspect token usage, cost, model mix, project... | 8.7k | Monitoring & Alerts |
| Install verified Codex planning and completion loops with LazyCodex | Add Codex commands, skills, hooks, diagnostics, and sub-agent roles for deep repository initialization, planning, execution, and evidence-backed completion | 2.8k | Developer Tools |
| Coordinate visible multi-agent CLI workspaces with CCB | Use CCB to run Codex, Claude, Gemini, Cursor, OpenCode, and other CLI agents in a visible project workspace... | 3.2k | Developer Tools |
| Keep coding agents from over-building implementations with Ponytail | Ponytail gives coding agents a portable minimal-implementation ruleset, plugin hooks, and review commands so they reuse existing code... | 85.5k | Code Quality & Review |
| Bridge local coding agents into chat apps with cc-connect | Let operators control local Claude Code, Codex, Cursor, Gemini CLI, and other coding agents from Slack, Discord, Telegram... | 14.2k | Integrations & Connectors |
| Run OpenCode specialist-agent workflows with Oh My Opencode Slim | Install an OpenCode orchestration plugin that routes codebase work across specialist agents, background tasks, model presets, bundled skills... | 7.0k | Templates & Workflows |
| Extract financial data context for agents with OpenBB | Extract source-backed financial market, filings, economics, and research data with OpenBB, then route the outputs into agent workflows... | 70.7k | Data Extraction & Transformation |
| Review agent-authored diffs with Hunk | Use Hunk to keep a live terminal review UI open for agent-authored code changes, with Git, Jujutsu, Sapling... | 6.9k | Code Quality & Review |
| Run generative media agent recipes with MuAPI Skills | Use Generative Media Skills when an agent should turn a creative brief into repeatable image, video, audio, product-ad... | 3.9k | Image & Creative Automation |
| Category | Skills | What's inside | |
|---|---|---|---|
| 🛠️ | Developer Tools | 394 | CLI tools, scaffolders, dev environment setup |
| 🔒 | Security & Verification | 239 | Vulnerability scanning, auth setup, compliance |
| 📄 | Templates & Workflows | 220 | Scaffolders, boilerplate generators, workflow templates |
| 🔄 | Data Extraction & Transformation | 216 | ETL pipelines, parsing, format conversion |
| ✅ | Code Quality & Review | 195 | Linting, code review, test generators, coverage |
| 🔧 | CI/CD Integrations | 192 | Pipeline configs, deployment automation, build tooling |
| 📋 | Runbooks & Diagnostics | 175 | Incident response, troubleshooting, system diagnostics |
| 🔗 | Integrations & Connectors | 154 | Third-party API bridges, webhooks, service connectors |
| 📊 | Monitoring & Alerts | 152 | Metrics, alerting rules, observability |
| 📅 | Calendar, Email & Productivity | 126 | Email automation, calendar management, task coordination |
| 📚 | Library & API Reference | 124 | SDK docs, API parsers, symbol resolvers |
| 🌐 | Browser Automation | 120 | Web scraping, UI testing, headless browser control |
| 🔍 | Research & Scraping | 119 | Web research, content discovery, data collection |
| 🎙️ | Media & Transcription | 105 | Audio/video processing, speech-to-text |
| 🎨 | Image & Creative Automation | 96 | Image generation, asset processing, design automation |
| 📰 | WordPress & CMS | 96 | Theme/plugin dev, WP-CLI automation, CMS management |
| ✍️ | Content Writing & SEO | 83 | SEO content, blog automation, editorial workflows |
| View | What you'll find | |
|---|---|---|
| 🧭 | Live Browse | Search, filters, skill detail panels, and install links on agentskillexchange.com |
| ⭐ | Top Starred | Skills backed by the most popular GitHub repos |
| 🔥 | Top Downloaded | Skills backed by the most-used npm packages |
| 📖 | Full Catalog | Every skill, sorted by category and stars |
| 🔌 | JSON Index | Machine-readable catalog for programmatic access |
skills.json contains every skill with metadata and signals:
{
"name": "Playwright MCP Browser Automation",
"slug": "playwright-mcp-browser-automation",
"title": "Playwright MCP Browser Automation",
"description": "Official Playwright-powered browser control for agent workflows.",
"category": ["Browser Automation"],
"framework": ["Claude Code", "Cursor", "MCP", "OpenClaw"],
"verification": "security_reviewed",
"signals": {
"tool": "playwright",
"github_stars": 84874,
"npm_weekly_downloads": 39806814,
"license": "Apache-2.0"
}
}The skills npm package is maintained by Vercel Labs / third parties, not AgentSkillExchange. If you choose to use it, pin the package version:
# List all skills
npm exec [email protected] -- skills add agentskillexchange/skills --list
# Search
npm exec [email protected] -- skills add agentskillexchange/skills --search kubernetes
# Install
npm exec [email protected] -- skills add agentskillexchange/skills --skill <slug> -a <agent>Every skill is backed by a real tool, repo, or package. New skills require real provenance before publishing.
| Tier | Count | Meaning |
|---|---|---|
| 📋 Published | 2,805 | In the catalog — every skill is backed by a real tool, repo, or package |
| 🛡️ Security Reviewed | 2,400 | Scanned for malicious patterns, prompt injection, and unsafe instructions |
More: verification/
Two ways to add a skill:
- Fork this repo
- Copy
template/SKILL.mdtoskills/your-skill-slug/SKILL.md - Fill in the frontmatter and content (see spec/SKILL_SPEC.md)
- Open a PR
Requirements:
- Skill must wrap a real, existing tool (GitHub repo, npm package, documented API)
- Content must be 100+ words with real technical detail
- Must fit an existing category and framework
Use agentskillexchange.com/create-skill to generate a repo-ready SKILL.md, then open a pull request with the generated file.
Each skill is a directory with a SKILL.md:
skills/
playwright-mcp-browser-automation/
SKILL.md
See the full spec and template.